Use when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM against SIGIR, KDD, WSDM, TheWebConf, SIGMOD/VLDB, or ISWC, and when choosing among CIKM's five tracks before writing begins.
SkillScore75Maintained
Automatic
◆Research pack
Last verified 8/31/2026
What it changes
Passed 18 of 24 test cases with the skill, and 9 of 24 without it.
Without skill38%
With skill75%
Checks it passed that the model alone missed
Classifies the CIKM verdict as sweet spot.
Classifies the CIKM verdict as out of scope.
Classifies the CIKM verdict as acceptable-but-specialist-venue-stronger.
and 5 more in the full report
9 fixed9 passed either way6 still failing0 broke
Pass-rate lift
+38 pp
Tokens
+35%
Agent turns
0%
Response time
-24%
Model gemini-3.6-flashMeasured 8/31/2026v118 of 24 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
We developed a novel theoretical loss function for learning-to-rank algorithms on BM25-indexed collections. Our submission evaluates ranking precision solely via NDCG@10 and MRR on TREC collections against SIGIR baselines. Since CIKM has a higher acceptance quota than SIGIR, we want to submit this 10-page paper to CIKM instead. Please provide: lane count, CIKM verdict, track, alternative venue comparison, and framing action.
What was checked, without and with the skill
Checked
Without skill
With skill
Classifies the CIKM verdict as acceptable-but-specialist-venue-stronger.
Missed
Passed
Identifies SIGIR as the top alternative venue because ranking quality is the core contribution.
Missed
Passed
case-08 · gemini-3.6-flash · 8/31/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md119 linessingle file
CIKM Topic Selection
CIKM is the room where three communities meet: information retrieval, data mining, and
knowledge management with its database roots. Its sponsorship tells the story — ACM
SIGIR (since 1993) plus SIGWEB (since 2006) — and its 2026 self-description spans
information access, knowledge representation, data integration, and personalization
(source map, checked 2026-07-08). Fit questions here are therefore different from
single-community venues: the issue is rarely "is this in scope" and usually "is the
breadth an advantage for this particular paper."
The tri-community fit question
Ask which communities the paper genuinely speaks to, then count:
Two or three lanes — a retrieval model built on a knowledge graph, a mining
method whose output feeds a search or QA system, an entity-resolution pipeline with
both database and IR evaluation. This is the CIKM sweet spot: the blended reviewer
pool is an asset, because no single-community venue gives all lanes credit.
Exactly one lane, done deeply — pure ranking-model work, pure pattern-mining
theory, pure query optimization. CIKM accepts such papers, but the specialist venue
(SIGIR, KDD, SIGMOD/VLDB) usually offers sharper reviewers and more career signal.
Choose CIKM deliberately, e.g., for the calendar, not by default.
Zero lanes — contributions about model architecture, vision, or generic NLP with
an incidental retrieval experiment. Reframe or reroute; scope-mismatch reads fast
at a venue whose name states its scope.
Honest calendar positioning
CIKM's May deadline and November meeting make it the information family's fall
harvest: work that missed or matured past SIGIR's January gate, KDD's February
cycle-2 gate, or that wants a decision before WSDM's August gate. Using CIKM as the
next stop after a sibling rejection is normal community practice — but only after the
prior reviews are actually absorbed. A resubmission with untouched weaknesses will
meet a reviewer pool that overlaps heavily with the one that wrote those reviews.
Sibling contrast table
Neighbor
Its center of gravity
Send the paper there instead when...
SIGIR
Retrieval and its evaluation culture
Ranking quality/IR evaluation is the entire contribution
Use when planning a CIKM project calendar across the May abstract/paper gates, June short-track gates, August notification and camera-ready, and the November conference, including the post-submission phase now live in the 2026 cycle, multi-track coordination, and fallback planning toward CIKM 2027 or sibling venues.